Systems and methods for optimizing a software allocation to shared resources based on a dynamic mapping of resource relationships

摘要

A controller is provided to optimize software allocations to shared resources based on a dynamic mapping of resource relationships. The controller may map relationships between resources of nodes in different compute clusters. The controller may receive a request for a particular application, and may determine different sets of the nodes that each include minimum, desired, purchased, or subscribed to set of resources to run the particular application. The controller may determine optimization constraints associated with running the particular application, and may compare the relationships between the resources of each set of nodes to the optimization constraints. The controller may select a particular set of nodes that have resource relationships satisfying more of the optimization constraints than the resource relationships of other selected sets of nodes, and may execute the particular application using the resources of the particular set of nodes.